论文部分内容阅读
多 agent 的合作决策可克服单个 agent 知识的不完备性,提高决策结果的可靠性.本文在基于证据理论的多 agent 合作决策机制的基础上,对合作决策过程的 agent 可靠性进行研究.基于证据理论,提出一种 agent 可靠性的表示方法.不仅描述单个 agent 的可靠性,同时也刻划 agent 群体的可靠性.agent 适应度的引入,反映决策过程中agent 可靠性的动态变化,实现合作决策时 agent 的优化选择,降低合成各 agent 决策结果时的计算复杂度.
Cooperative decision of multi-agent can overcome the incompleteness of knowledge of single agent and improve the reliability of decision-making.On the basis of multi-agent cooperation decision mechanism based on evidence theory, this paper studies the agent reliability of cooperative decision-making process.Based on the evidence Theory, this paper proposes a representation method of agent reliability, which not only describes the reliability of a single agent but also the reliability of agent group. The introduction of agent’s fitness reflects the dynamic change of agent reliability in the decision-making process, The optimal choice of agent reduces the computational complexity when synthesizing the decision results of each agent.